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Karsten Steinhaeuser
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2010 – 2019
- 2014
- [c18]Jian Xu, Thanuka L. Wickramarathne, Nitesh V. Chawla
, Erin K. Grey
Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good. KDD 2014: 1699-1708 - [i1]Jian Xu, Thanuka L. Wickramarathne, Erin K. Grey, Karsten Steinhaeuser, Reuben P. Keller, John M. Drake, Nitesh V. Chawla, David M. Lodge:
Patterns of Ship-borne Species Spread: A Clustering Approach for Risk Assessment and Management of Non-indigenous Species Spread. CoRR abs/1401.5407 (2014) - 2013
- [c17]Xi C. Chen, Karsten Steinhaeuser, Shyam Boriah, Snigdhansu Chatterjee, Vipin Kumar:
Contextual Time Series Change Detection. SDM 2013: 503-511 - [c16]Shyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser:
Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping. SDM 2013: 650-658 - [p1]Anuj Karpatne, James H. Faghmous, Jaya Kawale, Luke Styles, Mace Blank, Varun Mithal, Xi C. Chen, Ankush Khandelwal, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach
Earth Science Applications of Sensor Data. Managing and Mining Sensor Data 2013: 505-530 - 2012
- [j4]Esther S. Parish
Estimating future global per capita water availability based on changes in climate and population. Comput. Geosci. 42: 79-86 (2012) - [c15]Will Bridewell, Yolanda Gil, Haym Hirsh, Kerstin Kleese van Dam, Karsten Steinhaeuser:
Preface. AAAI Fall Symposium: Discovery Informatics 2012 - [c14]Varun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster:
Time series change detection using segmentation: A case study for land cover monitoring. CIDU 2012: 63-70 - [c13]Anuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach
Importance of vegetation type in forest cover estimation. CIDU 2012: 71-78 - [c12]Xi C. Chen, Anuj Karpatne, Yashu Chamber, Varun Mithal, Michael Lau, Karsten Steinhaeuser, Shyam Boriah, Michael S. Steinbach
A new data mining framework for forest fire mapping. CIDU 2012: 104-111 - [c11]Ivan Brugere, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar:
Approximate Search on Massive Spatiotemporal Datasets. ICDM Workshops 2012: 773-780 - [c10]Jaya Kawale, Snigdhansu Chatterjee
Testing the significance of spatio-temporal teleconnection patterns. KDD 2012: 642-650 - [c9]Soumyadeep Chatterjee, Karsten Steinhaeuser, Arindam Banerjee, Snigdhansu Chatterjee
Sparse Group Lasso: Consistency and Climate Applications. SDM 2012: 47-58 - 2011
- [j3]Karsten Steinhaeuser, Nitesh V. Chawla
Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science. Stat. Anal. Data Min. 4(5): 497-511 (2011) - [c8]Alex Pelan, Karsten Steinhaeuser, Nitesh V. Chawla
Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system. CIDM 2011: 239-245 - [c7]Karsten Steinhaeuser, Nitesh V. Chawla
Comparing Predictive Power in Climate Data: Clustering Matters. SSTD 2011: 39-55 - 2010
- [j2]Karsten Steinhaeuser, Nitesh V. Chawla
Identifying and evaluating community structure in complex networks. Pattern Recognit. Lett. 31(5): 413-421 (2010) - [j1]Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly:
An exploration of climate data using complex networks. SIGKDD Explor. 12(1): 25-32 (2010) - [c6]Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly:
Complex Networks In Climate Science: Progress, Opportunities And Challenges. CIDU 2010: 16-26
2000 – 2009
- 2009
- [c5]Auroop R. Ganguly, Karsten Steinhaeuser, Alexandre Sorokine
Geographic analysis & visualization of climate extremes for the Quadrennial Defense Review. GIS 2009: 542-543 - [c4]Shih-Chieh Kao
Motivating Complex Dependence Structures in Data Mining: A Case Study with Anomaly Detection in Climate. ICDM Workshops 2009: 223-230 - [c3]Karsten Steinhaeuser, Nitesh V. Chawla
An exploration of climate data using complex networks. KDD Workshop on Knowledge Discovery from Sensor Data 2009: 23-31 - 2008
- [c2]Auroop R. Ganguly, Karsten Steinhaeuser:
Data Mining for Climate Change and Impacts. ICDM Workshops 2008: 385-394 - [c1]Christopher Moretti, Karsten Steinhaeuser, Douglas Thain
Scaling up Classifiers to Cloud Computers. ICDM 2008: 472-481
Coauthor Index
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